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Browsing Articles authored by UoM staff (Publish in scimago's Q1 journals) by Author "Vithanage, K"

Browsing Articles authored by UoM staff (Publish in scimago's Q1 journals) by Author "Vithanage, K"

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  • End-to-end data-dependent routing in multi-path neural networks 
    Tissera, D; Wijesinghe, R; Vithanage, K; Xavier, A; Fernando, S; Rodrigo, R [Article-Full-text]
    Neural networks are known to give better performance with increased depth due to their ability to learn more abstract features. Although the deepening of networks has been well established, there is still room for efficient ...
  • Neural mixture models with expectation-maximization for end-to-end deep clustering 
    Tissera, D; Vithanage, K; Wijesinghe, R; Xavier, A; Jayasena, S; Fernando, S; Rodrigo, R [Article-Full-text]
    Any clustering algorithm must synchronously learn to model the clusters and allocate data to those clusters in the absence of labels. Mixture model-based methods model clusters with pre-defined statistical distributions ...